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Pandas Crash Course for beginners : NumPy + Pandas + Matplotlib

person icon Anmol Tomar

4.7

Pandas Crash Course for beginners : NumPy + Pandas + Matplotlib

A Python crash course with Industry focused curriculum | Hands on coding Assignment

updated on icon Updated on Dec, 2025

language icon Language - English

person icon Anmol Tomar

English [CC]

category icon Development ,Data Science,Data Analysis

Lectures -63

Resources -10

Duration -6 hours

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4.7

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Course Description

Hello and welcome to the course!

I hope you are excited to start this journey of learning Python for data analysis.

By the end of this course, you will be able to comfortably manipulate and visualize your data.

I just want a commitment from you that you will attempt all 13 quizzes that are distributed across each of the modules, and also solve the Final assignment honestly. Why? Because the more you practice, the better you code.

Why you should take this course :

It’s Memorable: You’ll learn the “why” behind everything you do, so you remember the concepts and can use them on your own later.

It’s the Perfect Length: The course is just 6.5 hours long, so you’ll actually be able to finish it and get your certificate.

It goes at the Perfect Pace: You will learn the Python fundamentals at a pace tailored to beginners. This means you won’t get left behind and won’t waste time on irrelevant filler.

It’s Practical: You actually use Pandas to manipulate data. It’s not just dry theory. There is a mega coding assignment to give you a hands-on flavour and make you more confident in this skill. Over time, I will keep adding more coding assignments for your practice.

Now, let's have a look at the course outline.

We will start by laying some foundation with the following lectures:

  • Basic Introduction to Python.

  • Numpy Package, which forms the foundation of the Pandas Package.

Then, we will learn about:

  • Data Types in Python to store collections of data. 

Then we will start with the following: 

  • Create a Dataframe in Pandas from different file formats.

  • Data Selection and Filtering.

  • Merging and aggregations, which form the backbone of the dataframe analysis.

  • Working with Datetime using pandas.

  • Advance Data Manipulation.

  • Loops and Functions.

  • Data Visualization.

  • Assignment - Work Fitbit User Activity data.

Try out the course for a full 30 days, with a Zero Risk, 30 Day 100% Money Back Guarantee! You have absolutely nothing to lose and everything to gain!

Enroll in the Python crash course now! - You'll be glad that you did!

Goals

  • Learn how to use Numpy, List, Dictionary and Pandas for data manipulation.
  • Learn how to use Matplotlib for Data Visualization using pandas.
  • Learn how to create Dataframes from different file formats.
  • Learn data selection, data manipulation, merging, and grouping data in pandas.
  • Final assignment in which you will analyse Fitbit's users activity using Pandas.

Prerequisites

  • No programming experience needed. You will learn everything you need to know.
Pandas Crash Course for beginners : NumPy + Pandas + Matplotlib

Curriculum

Check out the detailed breakdown of what’s inside the course

Getting Started

3 Lectures
  • play icon Introduction to the course 02:51 02:51
  • play icon Setting up the environment 08:19 08:19
  • play icon How to access the resources 04:00 04:00

Introduction to Python

2 Lectures
Tutorialspoint

Introduction to Numpy

5 Lectures
Tutorialspoint

Data Types in Python

6 Lectures
Tutorialspoint

Creating Dataframe Using Pandas

4 Lectures
Tutorialspoint

Data Selection and Manipulation

3 Lectures
Tutorialspoint

Merging Dataframe using Pandas

6 Lectures
Tutorialspoint

Aggregations

3 Lectures
Tutorialspoint

Working with Datatime in Pandas

3 Lectures
Tutorialspoint

Advance Data Manipulation

5 Lectures
Tutorialspoint

Iterating over Pandas Dataframe

5 Lectures
Tutorialspoint

User Defined Functions

2 Lectures
Tutorialspoint

Working with String Columns

4 Lectures
Tutorialspoint

Coding Assignment

2 Lectures
Tutorialspoint

Data Visualization using Matplotlib

10 Lectures
Tutorialspoint

Instructor Details

Anmol Tomar

Anmol Tomar

I am a Data Scientist with over 7 years of experience in python, data analysis, machine learning, and more. I have worked with various fortune 500 clients in various domains such as retail, insurance, banking and helped them take data-driven decisions.

Teaching has always been my passion. I have taught many students in offline mode and now with Tutorialspoint as a platform, I am looking forward to making the e-learning experience fun for you.

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